书目名称 | Process Operational Safety and Cybersecurity |
副标题 | A Feedback Control A |
编辑 | Zhe Wu,Panagiotis D. Christofides |
视频video | |
概述 | Designs novel model predictive control systems to handle process operational safety and cybersecurity in chemical processes.Provides insight and fundamental understanding into the designs of control s |
丛书名称 | Advances in Industrial Control |
图书封面 |  |
描述 | .This book is focused on the development of rigorous, yet practical, methods for the design of advanced process control systems to improve process operational safety and cybersecurity for a wide range of nonlinear process systems. ..Process Operational Safety and Cybersecurity. develops designs for novel model predictive control systems accounting for operational safety considerations, presents theoretical analysis on recursive feasibility and simultaneous closed-loop stability and safety, and discusses practical considerations including data-driven modeling of nonlinear processes, characterization of closed-loop stability regions and computational efficiency. The text then shifts focus to the design of integrated detection and model predictive control systems which improve process cybersecurity by efficiently detecting and mitigating the impact of intelligent cyber-attacks. ..The book explores several key areas relating to operational safety and cybersecurity including:..machine-learning-based modeling of nonlinear dynamical systems for model predictive control;.a framework for detection and resilient control of sensor cyber-attacks for nonlinear systems; .insight into theoretical |
出版日期 | Book 2021 |
关键词 | Process Operational Safety; Cybersecurity; Model Predictive Control; Chemical Processes; Control Designs |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-030-71183-2 |
isbn_softcover | 978-3-030-71185-6 |
isbn_ebook | 978-3-030-71183-2Series ISSN 1430-9491 Series E-ISSN 2193-1577 |
issn_series | 1430-9491 |
copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |